The table below looks at the statistics for Data Management skills in IT jobs advertised for the Scotland region. Included is a guide to the average salaries offered in IT jobs that have cited Data Management over the 3 months to 3 August 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
3 Aug 2015
Same period 2014 Same period 2013
Data Management
Rank 98 112 86
Rank change year-on-year
+14 -26
Permanent jobs citing Data Management 66 62 82
As % of all permanent IT jobs located in Scotland 2.09% 1.70% 2.54%
As % of the Processes & Methodologies category 2.36% 2.03% 3.09%
Number of salaries quoted 51 47 53
Average salary £47,500 £50,000 £47,500
Average salary % change year-on-year
-5.00% +5.26%
90% offered a salary of more than £35,700 £37,500 £35,000
10% offered a salary of more than £68,600 £74,000 £56,300
UK excluding London average salary £43,500 £47,500 £45,000
% change year-on-year
-8.42% +5.55%
Data Management
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2800 3048 2655
As % of all permanent IT jobs located in Scotland 88.64% 83.71% 82.35%
Number of salaries quoted 1774 2011 1724
Average salary £42,926 £42,500 £41,500
Average salary % change year-on-year
+1.00% +2.40%
90% offered a salary of more than £32,000 £30,000 £30,000
10% offered a salary of more than £62,500 £57,500 £60,000
UK excluding London average salary £45,000 £42,500 £41,000
% change year-on-year
+5.88% +3.65%

Data Management
Jobs Demand Trend in Scotland

This chart provides a 3-month moving total of permanent IT jobs citing Data Management across the Scotland region as a proportion of the total demand within the Processes & Methodologies category.

Data Management Jobs Demand Trend in Scotland

Data Management
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Management across the Scotland region.

Data Management Salary Trend in Scotland

Data Management
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Data Management across the Scotland region over the 3 months to 3 August 2015.

Data Management Salary Histogram in Scotland

Data Management
Job Locations in Scotland

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Management within the Scotland region over the 3 months to 3 August 2015. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +21 30 £47,500 +5.55% 2
Edinburgh 0 26 £47,500 -11.62% 14
Stirling -2 3 - -
West Lothian -5 1 - -
Inverclyde - 1 £37,500 -
North Lanarkshire - 1 - -
Midlothian - 1 - -
Data Management
UK

Data Management
Top 30 Related IT Skills in Scotland

For the 6 months to 3 August 2015, IT jobs across the Scotland region citing Data Management also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Management.

1 58 (46.03%) Finance
2 54 (42.86%) SQL
3 49 (38.89%) Data Warehouse
4 37 (29.37%) Oracle
4 37 (29.37%) Business Intelligence
5 36 (28.57%) Data Modelling
5 36 (28.57%) Agile Software Development
6 30 (23.81%) Banking
7 29 (23.02%) Master Data Management
8 28 (22.22%) Project Management
9 25 (19.84%) SAS
9 25 (19.84%) Software Delivery
10 23 (18.25%) Analytical Skills
10 23 (18.25%) SQL Server
10 23 (18.25%) SAP
11 22 (17.46%) Stakeholder Management
12 21 (16.67%) BusinessObjects
12 21 (16.67%) Analytics
13 19 (15.08%) QA
13 19 (15.08%) Waterfall
14 18 (14.29%) Management Information System
14 18 (14.29%) ETL
15 17 (13.49%) Data Analysis
16 15 (11.90%) Data Architecture
16 15 (11.90%) Continuous Improvement
16 15 (11.90%) Logical Data Model
17 13 (10.32%) Cognos
17 13 (10.32%) Mentoring
17 13 (10.32%) Data Governance
17 13 (10.32%) Big Data

Data Management
Top Related IT Skills in Scotland by Category

For the 6 months to 3 August 2015, IT jobs across the Scotland region citing Data Management also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Management. Up to 20 skills are shown per category.

Application Platforms
1 25 (19.84%) SAS
2 6 (4.76%) SharePoint
3 5 (3.97%) MS Exchange
4 4 (3.17%) SharePoint Server
4 4 (3.17%) Oracle Coherence
4 4 (3.17%) Mule
5 2 (1.59%) BizTalk Server
6 1 (0.79%) Apache Pig
Applications
1 7 (5.56%) MS Excel
2 3 (2.38%) SPSS
3 1 (0.79%) Spreadsheet
3 1 (0.79%) MS Office
Business Applications
1 8 (6.35%) SAP MDM
2 2 (1.59%) Markit EDM
3 1 (0.79%) Dynamics CRM
3 1 (0.79%) Dynamics AX
Cloud Services
1 4 (3.17%) SaaS
Communications & Networking
1 9 (7.14%) DNS
2 7 (5.56%) NAS
3 5 (3.97%) Fibre Channel
3 5 (3.97%) SAN
3 5 (3.97%) LAN
3 5 (3.97%) Ethernet
4 1 (0.79%) Internet
4 1 (0.79%) Broadband
Database & Business Intelligence
1 49 (38.89%) Data Warehouse
2 23 (18.25%) SQL Server
3 21 (16.67%) BusinessObjects
4 13 (10.32%) Big Data
5 9 (7.14%) SQL Server Reporting Services
5 9 (7.14%) SQL Server Integration Services
5 9 (7.14%) Relational Database
6 8 (6.35%) Enterprise Data Warehouse
6 8 (6.35%) SQL Server Analysis Services
7 7 (5.56%) RDBMS
7 7 (5.56%) Oracle BI EE
7 7 (5.56%) Hadoop
8 6 (4.76%) Oracle Database
8 6 (4.76%) DataStage
8 6 (4.76%) QlikView
8 6 (4.76%) Data Mart
9 4 (3.17%) DTS
9 4 (3.17%) NoSQL
10 3 (2.38%) SAP Data Services
11 2 (1.59%) MySQL
Development Applications
1 5 (3.97%) Talend Open Studio
2 2 (1.59%) Team Foundation Server
3 1 (0.79%) Visual Studio
3 1 (0.79%) Subversion
General
1 58 (46.03%) Finance
2 30 (23.81%) Banking
3 7 (5.56%) Marketing
4 2 (1.59%) Investment Banking
4 2 (1.59%) Front Office
4 2 (1.59%) Back Office
5 1 (0.79%) Legal
5 1 (0.79%) Advertising
5 1 (0.79%) Retail
Job Titles
1 34 (26.98%) Analyst
2 26 (20.63%) Architect
3 22 (17.46%) Business Analyst
4 19 (15.08%) Developer
5 16 (12.70%) Data Analyst
6 15 (11.90%) Data Architect
7 14 (11.11%) Consultant
7 14 (11.11%) Data Manager
8 10 (7.94%) Senior Analyst
9 9 (7.14%) Senior Business Analyst
10 6 (4.76%) Technical Manager
10 6 (4.76%) Business Intelligence Developer
11 5 (3.97%) SQL Developer
11 5 (3.97%) Technical Consultant
11 5 (3.97%) Solutions Architect
11 5 (3.97%) Technical Architect
11 5 (3.97%) Business Intelligence Consultant
11 5 (3.97%) Data Business Analyst
12 4 (3.17%) Software Release Manager
12 4 (3.17%) Information Architect
Libraries, Frameworks & Software Standards
1 9 (7.14%) Web Services
2 7 (5.56%) XML
3 4 (3.17%) .NET
3 4 (3.17%) J2EE
3 4 (3.17%) JMS
3 4 (3.17%) Middleware
3 4 (3.17%) Spring
3 4 (3.17%) Spring Integration
4 3 (2.38%) WCF
4 3 (2.38%) ASP.NET
5 2 (1.59%) .NET Framework
5 2 (1.59%) WPF
5 2 (1.59%) ASP.NET MVC
6 1 (0.79%) HTML5
6 1 (0.79%) Entity Framework
6 1 (0.79%) HTML
6 1 (0.79%) LINQ
6 1 (0.79%) jQuery
6 1 (0.79%) XSLT
Miscellaneous
1 23 (18.25%) Analytical Skills
2 18 (14.29%) Management Information System
3 11 (8.73%) Data Integration
4 8 (6.35%) Reference Data
5 6 (4.76%) Replication
6 5 (3.97%) Derivative
7 4 (3.17%) Fixed Income
7 4 (3.17%) Equities
7 4 (3.17%) Wiki
7 4 (3.17%) Visualisation
7 4 (3.17%) User Experience
7 4 (3.17%) Data Structures
8 3 (2.38%) FMCG
9 2 (1.59%) N-Tier
9 2 (1.59%) iPad
9 2 (1.59%) Mathematics
9 2 (1.59%) Computer Science
10 1 (0.79%) Taxonomies
10 1 (0.79%) Tandem
10 1 (0.79%) Economics
Operating Systems
1 10 (7.94%) UNIX
2 5 (3.97%) Data ONTAP
3 4 (3.17%) Linux
4 3 (2.38%) Red Hat Enterprise Linux
5 1 (0.79%) Windows
5 1 (0.79%) Solaris
Processes & Methodologies
1 37 (29.37%) Business Intelligence
2 36 (28.57%) Data Modelling
2 36 (28.57%) Agile Software Development
3 29 (23.02%) Master Data Management
4 28 (22.22%) Project Management
5 25 (19.84%) Software Delivery
6 22 (17.46%) Stakeholder Management
7 21 (16.67%) Analytics
8 19 (15.08%) Waterfall
9 18 (14.29%) ETL
10 17 (13.49%) Data Analysis
11 15 (11.90%) Continuous Improvement
11 15 (11.90%) Data Architecture
11 15 (11.90%) Logical Data Model
12 13 (10.32%) Mentoring
12 13 (10.32%) Data Governance
13 12 (9.52%) Dimensional Modelling
13 12 (9.52%) Requirements Analysis
13 12 (9.52%) Coaching
13 12 (9.52%) Metadata Management
Programming Languages
1 54 (42.86%) SQL
2 10 (7.94%) Java
3 9 (7.14%) T-SQL
4 8 (6.35%) PL/SQL
5 5 (3.97%) C#
6 4 (3.17%) Shell Script
7 2 (1.59%) R
7 2 (1.59%) VB
8 1 (0.79%) Python
8 1 (0.79%) JavaScript
8 1 (0.79%) Perl
8 1 (0.79%) Korn
Qualifications
1 12 (9.52%) Degree
2 5 (3.97%) NCDA
3 4 (3.17%) PRINCE2 Practitioner
3 4 (3.17%) Security Cleared
Quality Assurance & Compliance
1 19 (15.08%) QA
2 9 (7.14%) Data Quality
3 3 (2.38%) ISO 9001
System Software
1 4 (3.17%) VMware Infrastructure
1 4 (3.17%) NFS
2 1 (0.79%) Oracle RAC
2 1 (0.79%) Apache Flume
2 1 (0.79%) HDFS
2 1 (0.79%) GPFS
Systems Management
1 4 (3.17%) MOM
1 4 (3.17%) SnapMirror
1 4 (3.17%) SnapVault
2 1 (0.79%) Oracle RMAN
2 1 (0.79%) Data Guard
2 1 (0.79%) Puppet
Vendors
1 37 (29.37%) Oracle
2 23 (18.25%) SAP
3 13 (10.32%) Cognos
4 12 (9.52%) Microsoft
5 9 (7.14%) IBM
6 8 (6.35%) MicroStrategy
7 7 (5.56%) Red Hat
7 7 (5.56%) VMware
8 5 (3.97%) Talend
8 5 (3.97%) NetApp
8 5 (3.97%) EMC
8 5 (3.97%) Cisco
9 4 (3.17%) TIBCO
9 4 (3.17%) GoldenSource
10 3 (2.38%) Informatica
11 2 (1.59%) Hyperion
11 2 (1.59%) Reuters
11 2 (1.59%) Bloomberg
11 2 (1.59%) Charles River
11 2 (1.59%) Isilon
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